• DocumentCode
    148131
  • Title

    Blind separation of sources with finite rate of innovation

  • Author

    Porter, Richard ; Tadic, Vladislav ; Achim, Alin

  • Author_Institution
    Univ. of Bristol, Bristol, UK
  • fYear
    2014
  • fDate
    1-5 Sept. 2014
  • Firstpage
    136
  • Lastpage
    140
  • Abstract
    We propose a method for recovering the parameters of periodic signals with finite rate of innovation sampled using a raised cosine pulse. We show that the proposed method exhibits the same numerical stability as existing methods of its type, and we investigate the effect of oversampling on the performance of our method in the presence of noise. Our method can also be applied to non-periodic signals and we assess the efficacy of signal recovery in this case. Finally, we show that the problem of cochannel QPSK signal separation can be converted into a general finite rate of innovation framework, and we test the effectiveness of this approach.
  • Keywords
    blind source separation; quadrature phase shift keying; blind source separation; cochannel QPSK signal separation; cosine pulse; nonperiodic signals; signal recovery; Educational institutions; Kernel; Noise; Numerical stability; Phase shift keying; Source separation; Technological innovation; Finite Rate of Innovation; QPSK; Raised Cosine; Signal Separation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
  • Conference_Location
    Lisbon
  • Type

    conf

  • Filename
    6952006